MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11101
benshabbat
Enables full automation of Sport5 Fantasy League management including team anal…
C 64 54 78 62 N/A 21 90 55
11102
j0hanz
cortex-mcp Claim
Enables multi-level reasoning with configurable depth levels, session-based sta…
C 64 64 90 58 0 60 94 80
11103
PhialsBasement
A Model Context Protocol server that enables Claude to perform web research by …
C 64 64 85 60 0 53 88 100
11104
CH-122
MCP Server Demo Claim
A monorepo containing three Model Context Protocol (MCP) servers that enable na…
C 64 55 66 61 23 81 81
11105
Gorvey
A Model Context Protocol server that allows AI development tools like Cursor an…
C 64 55 47 68 50 80 76
11106
lpigeon
The Unitree Go2 MCP Server is a server built on the MCP that enables users to c…
C 64 54 66 22 N/A 56 90 86
11107
aardpro
Enables AI assistants to convert text to high-quality speech audio using MeloTT…
C 64 54 80 56 N/A 42 90 41
11108
PlayAINetwork
Katana MCP Server Claim 1
Enables seamless interaction with the Katana network for cross-chain bridging, …
C 64 55 60 56 41 71 90
11109
Toru-Takagi
Enables interaction with Togello's task management and activity tracking system…
C 64 55 48 62 34 82 94
11110
flyfox666
A template for deploying authentication-free remote MCP servers on Cloudflare W…
C 64 55 48 70 29 83 83
11111
NINGyv179
MCP-FEISHU Claim
A microservice control plane server that fetches API information from Feishu Op…
C 64 55 60 71 23 81 77
11112
LLMBaseAI
Enables fetching and processing web content with advanced features including ba…
C 64 66 90 62 0 59 80 93
11113
Devang0907
SolanaBot Claim
Enables interaction with the Solana blockchain through Claude Desktop, allowing…
C 64 55 62 57 29 76 88
11114
aadilakbar
Enables AI assistants to interact with Odoo data using natural language to sear…
C 64 55 54 46 47 80 95
11115
TaichiHo
A MCP server that can run Kubernetes commands with a given kubeconfig path and …
C 64 55 63 83 N/A 19 95 46
11116
The-AI-Workshops
SearXNG MCP Server Claim
Enables AI agents to perform privacy-respecting web searches through SearXNG, w…
C 64 55 76 45 22 82 86
11117
andrey-zhuravl
MCP Desktop Tools Claim
Enables searching text across configured local workspaces using ripgrep. Provid…
C 64 54 60 28 N/A 44 95 91
11118
chylove1982
An MCP server that enables file transmission, voice message processing, and voi…
C 64 54 57 48 N/A 38 84 89
11119
sbmagar13
A Model Context Protocol server that enables AI assistants to programmatically …
C 64 55 61 41 41 81 95
11120
minhalvp
Android MCP Server Claim 1
A server enabling programmatic control over Android devices through ADB, provid…
C 64 54 72 22 N/A 49 82 98
11121
martinfrasch
ResearchTwin Claim
Federated research discovery with S-Index metrics across a network of digital t…
C 64 64 76 72 0 39 95 100
11122
huntkil
A server that provides HTTP API access to manage Obsidian Vaults and Markdown f…
C 64 54 80 31 N/A 28 89 85
11123
mcpware
Organize Claude Code memories, skills, MCP servers, and hooks via drag-and-drop…
C 64 54 72 0 N/A 80 84 95
11124
MissionSquad
MCP Avantage Claim 2
A Model Context Protocol server that enables LLMs to access comprehensive finan…
C 64 55 59 100 23 82 42
11125
1ch1n
Enables semantic search across your local AI conversation history (ChatGPT, Cla…
C 64 55 64 26 57 82 93
11126
wr-web
ArXiv MCP Server Claim
Enables AI assistants to search and access arXiv papers through a Model Context…
C 64 55 78 74 39 81 36
11127
gwbischof
outsource-mcp Claim
Give your AI assistant its own AI assistants. For example: "Could you ask opena…
C 64 55 68 30 43 80 100
11128
elber-code
MCP server that allows Claude AI to interact directly with MySQL databases, ena…
C 64 55 66 100 28 76 35
11129
prncsclo-create
MCP on Vercel Claim 1
A deployment template for running Model Context Protocol servers as Vercel Func…
C 64 66 84 75 0 48 74 100
11130
pipeworx-io
hackernews Claim
Hacker News MCP — search and retrieve stories from Hacker News
C 64 55 90 0 47 81 98
11131
curio184
Zaifer-MCP Claim
Enables LLM assistants like Claude to interact with Zaif cryptocurrency exchang…
C 64 55 66 38 37 82 93
11132
jonmmease
jons-mcp-imessage Claim
Enables AI assistants to read iMessage history and send messages on macOS. Supp…
C 64 54 64 31 N/A 26 92 100
11133
Ansvar-Systems
romanian-law-mcp Claim
Romanian legislation via MCP — full-text search across statutes and provisions
C 64 66 90 57 0 71 80 91
11134
scraperapi
scraperapi-mcp Claim
MCP server for ScraperAPI web scraping with JavaScript rendering, geotargeting,…
C 64 55 88 0 60 81 92
11135
ayyazzafar
MCP server enabling AI-powered Baserow database operations through natural lang…
C 64 64 75 66 0 63 92 93
11136
crazyrabbitLTC
An MCP server that implements a structured workflow for LLM-based coding, guidi…
C 64 55 77 82 33 81 32
11137
1049861657
A modular dynamic API server based on the MCP protocol that provides rich tool …
C 64 55 66 100 28 76 36
11138
pipeworx-io
sec Claim
SEC MCP — SEC EDGAR public APIs (free, no auth)
C 64 55 90 0 47 81 100
11139
SalmanFaris7
Provides secure access to Kali Linux penetration testing tools including nmap, …
C 64 54 68 36 N/A 21 95 94
11140
elieworkspace
Enables interaction with Rocket.Chat instances through MCP protocol. Allows use…
C 64 54 54 43 N/A 22 95 99
11141
japisuru
An MCP-compatible server that enables LLM agents to interact with Aucterra's do…
C 64 55 54 60 41 81 83
11142
ArjunCodess
Connects AI tools to Storyblok CMS, allowing users to manage content through na…
C 64 55 70 82 43 81 33
11143
amanasmuei
A Model Context Protocol service that enables remote management and control of …
C 64 55 72 82 53 76 27
11144
masamunet
npm-dev-mcp Claim
MCP server that manages npm run dev processes, automatically detecting projects…
C 64 55 66 75 N/A 53 95 24
11145
code-wgl
Production-ready MCP server that integrates OpenAI API with extensible tool sup…
C 64 55 66 82 26 81 51
11146
lapras-inc
lapras-mcp-server Claim
LAPRASの公式MCPサーバーで、求人検索や職歴・スキル管理を可能にします。
C 64 54 74 42 80 95 30
11147
zhangzhefang-github
MCP Add Server Claim
A minimal Model Context Protocol server that provides a simple add(a, b) tool f…
C 64 55 54 82 48 83 46
11148
lininn
Enables AI assistants to review GitLab merge requests by fetching diffs, analyz…
C 64 55 54 42 45 81 98
11149
EmilyThaHuman
A Model Context Protocol server deployed on Cloudflare Workers that enables int…
C 64 55 49 57 32 80 100
11150
OEvortex
Provide fast, privacy-friendly web and AI-powered search capabilities with inte…
C 64 66 94 61 0 60 80 91
Showing 11101–11150 of 67226 servers
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